JP6431068B2 - 反相関フィルタによるスペクトルプロジェクションデータノイズ除去 - Google Patents
反相関フィルタによるスペクトルプロジェクションデータノイズ除去 Download PDFInfo
- Publication number
- JP6431068B2 JP6431068B2 JP2016537421A JP2016537421A JP6431068B2 JP 6431068 B2 JP6431068 B2 JP 6431068B2 JP 2016537421 A JP2016537421 A JP 2016537421A JP 2016537421 A JP2016537421 A JP 2016537421A JP 6431068 B2 JP6431068 B2 JP 6431068B2
- Authority
- JP
- Japan
- Prior art keywords
- basis material
- material line
- regularization
- noisy
- factor
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 230000003595 spectral effect Effects 0.000 title description 13
- 239000000463 material Substances 0.000 claims description 95
- 238000000034 method Methods 0.000 claims description 21
- 238000003384 imaging method Methods 0.000 claims description 14
- 238000002591 computed tomography Methods 0.000 claims description 9
- 238000007476 Maximum Likelihood Methods 0.000 claims description 8
- 239000000126 substance Substances 0.000 claims description 4
- 239000006185 dispersion Substances 0.000 claims description 3
- 238000001914 filtration Methods 0.000 claims description 3
- 238000013179 statistical model Methods 0.000 claims description 3
- 230000005855 radiation Effects 0.000 description 12
- 230000008859 change Effects 0.000 description 5
- 238000005457 optimization Methods 0.000 description 5
- 239000011159 matrix material Substances 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 238000013459 approach Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 210000001519 tissue Anatomy 0.000 description 3
- 239000013598 vector Substances 0.000 description 3
- ZCYVEMRRCGMTRW-UHFFFAOYSA-N 7553-56-2 Chemical compound [I] ZCYVEMRRCGMTRW-UHFFFAOYSA-N 0.000 description 2
- 238000002083 X-ray spectrum Methods 0.000 description 2
- 210000000988 bone and bone Anatomy 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000005194 fractionation Methods 0.000 description 2
- 238000009499 grossing Methods 0.000 description 2
- 229910052740 iodine Inorganic materials 0.000 description 2
- 239000011630 iodine Substances 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000002730 additional effect Effects 0.000 description 1
- 230000003321 amplification Effects 0.000 description 1
- 238000000354 decomposition reaction Methods 0.000 description 1
- 239000002355 dual-layer Substances 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 230000001795 light effect Effects 0.000 description 1
- 210000004072 lung Anatomy 0.000 description 1
- 230000000116 mitigating effect Effects 0.000 description 1
- 238000003199 nucleic acid amplification method Methods 0.000 description 1
- 210000004872 soft tissue Anatomy 0.000 description 1
- 238000001228 spectrum Methods 0.000 description 1
- 210000003437 trachea Anatomy 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/003—Reconstruction from projections, e.g. tomography
- G06T11/005—Specific pre-processing for tomographic reconstruction, e.g. calibration, source positioning, rebinning, scatter correction, retrospective gating
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0071—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence by measuring fluorescence emission
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0073—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence by tomography, i.e. reconstruction of 3D images from 2D projections
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
- A61B6/5205—Devices using data or image processing specially adapted for radiation diagnosis involving processing of raw data to produce diagnostic data
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2210/00—Indexing scheme for image generation or computer graphics
- G06T2210/41—Medical
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2211/00—Image generation
- G06T2211/40—Computed tomography
- G06T2211/408—Dual energy
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2211/00—Image generation
- G06T2211/40—Computed tomography
- G06T2211/424—Iterative
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Medical Informatics (AREA)
- Surgery (AREA)
- Public Health (AREA)
- Pathology (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Biophysics (AREA)
- Molecular Biology (AREA)
- Veterinary Medicine (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Computer Vision & Pattern Recognition (AREA)
- High Energy & Nuclear Physics (AREA)
- Optics & Photonics (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- Image Processing (AREA)
- Analysing Materials By The Use Of Radiation (AREA)
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201361871952P | 2013-08-30 | 2013-08-30 | |
US61/871,952 | 2013-08-30 | ||
PCT/IB2014/064137 WO2015028975A1 (fr) | 2013-08-30 | 2014-08-29 | Débruitage de données de projection spectrale à l'aide d'un filtre anti-corrélation |
Publications (3)
Publication Number | Publication Date |
---|---|
JP2016531692A JP2016531692A (ja) | 2016-10-13 |
JP2016531692A5 JP2016531692A5 (fr) | 2018-05-31 |
JP6431068B2 true JP6431068B2 (ja) | 2018-11-28 |
Family
ID=51492405
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2016537421A Active JP6431068B2 (ja) | 2013-08-30 | 2014-08-29 | 反相関フィルタによるスペクトルプロジェクションデータノイズ除去 |
Country Status (5)
Country | Link |
---|---|
US (1) | US9978158B2 (fr) |
EP (1) | EP3039650B1 (fr) |
JP (1) | JP6431068B2 (fr) |
CN (1) | CN105493148B (fr) |
WO (1) | WO2015028975A1 (fr) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP6402282B1 (ja) * | 2015-09-16 | 2018-10-10 | コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. | オブジェクト用のx線画像装置 |
DE102016204226A1 (de) * | 2016-03-15 | 2017-09-21 | Siemens Healthcare Gmbh | Vorrichtung und Verfahren zum Abgrenzen eines Metallobjekts für eine Artefaktreduktion in Tomographiebildern |
US11328460B2 (en) | 2018-12-17 | 2022-05-10 | Canon Medical Systems Corporation | X-ray CT system and processing method |
US11123026B2 (en) * | 2019-02-19 | 2021-09-21 | Prismatic Sensors Ab | Enhanced spectral x-ray imaging |
EP4198877A1 (fr) | 2021-12-20 | 2023-06-21 | Koninklijke Philips N.V. | Débruitage des données de projection produites par un scanner de tomographie assisté par ordinateur |
WO2023117654A1 (fr) | 2021-12-20 | 2023-06-29 | Koninklijke Philips N.V. | Débruitage de données de projection produites par un scanner de tomodensitométrie |
Family Cites Families (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4897788A (en) | 1988-04-18 | 1990-01-30 | General Electric Company | Image correction for computed tomography to remove crosstalk artifacts |
US5953444A (en) * | 1997-10-22 | 1999-09-14 | University Of Pennsylvania | Method for improved correction of spectrum hardening artifacts in computed tomography images |
US6507633B1 (en) * | 2001-02-15 | 2003-01-14 | The Regents Of The University Of Michigan | Method for statistically reconstructing a polyenergetic X-ray computed tomography image and image reconstructor apparatus utilizing the method |
WO2002089116A1 (fr) * | 2001-05-02 | 2002-11-07 | Koninklijke Philips Electronics N.V. | Procede de filtrage inverse, procede de filtrage de synthese, dispositif de filtre inverse, dispositif de filtre de synthese et dispositifs comprenant ces filtres |
US6754298B2 (en) * | 2002-02-20 | 2004-06-22 | The Regents Of The University Of Michigan | Method for statistically reconstructing images from a plurality of transmission measurements having energy diversity and image reconstructor apparatus utilizing the method |
CN101197593B (zh) * | 2006-12-07 | 2011-11-02 | 华为技术有限公司 | 信号处理装置、系统和串扰抵消方法 |
SE531190C2 (sv) * | 2007-05-31 | 2009-01-13 | Colloidal Resource Ab | Metod, system, datoravläsbart medium och användning för magnetisk resonanstomografi |
JP5220374B2 (ja) * | 2007-09-27 | 2013-06-26 | ジーイー・メディカル・システムズ・グローバル・テクノロジー・カンパニー・エルエルシー | X線ct装置 |
DE102009014726A1 (de) * | 2009-03-25 | 2010-10-07 | Siemens Aktiengesellschaft | Verfahren und Bildrekonstruktionseinrichtung zur Rekonstruktion von Bilddaten |
US8705831B2 (en) * | 2009-09-24 | 2014-04-22 | Koninklijke Philips N.V. | System and method for generating an image of a region of interest |
DE102010022305A1 (de) * | 2010-06-01 | 2011-12-01 | Siemens Aktiengesellschaft | Iterative Rekonstruktion von CT-Bilern ohne Regularisierungsterm |
DE102010022306A1 (de) * | 2010-06-01 | 2011-12-01 | Siemens Aktiengesellschaft | Iterative CT-Bildrekonstruktion in Kombination mit einem vierdimensionalen Rauschfilter |
DE102010034099B4 (de) * | 2010-08-12 | 2017-04-06 | Siemens Healthcare Gmbh | Iterative Bildfilterung mit anisotropem Rauschmodell für ein CT-Bild |
US8989469B2 (en) * | 2010-12-20 | 2015-03-24 | The Board Of Trustees Of The Leland Stanford Junior University | Systems and methods for simultaneous acquisition of scatter and image projection data in computed tomography |
US9165384B2 (en) | 2011-01-10 | 2015-10-20 | Koninklijke Philips N.V. | Dual-energy tomographic imaging system |
US20140005971A1 (en) * | 2011-03-15 | 2014-01-02 | Koninklijke Philips N.V. | Likelihood-based spectral data projection domain de-noising |
US8538114B2 (en) * | 2011-06-06 | 2013-09-17 | Kabushiki Kaisha Toshiba | Method and system utilizing parameter-less filter for substantially reducing streak and or noise in computer tomography (CT) images |
JP6073616B2 (ja) * | 2011-09-28 | 2017-02-01 | 東芝メディカルシステムズ株式会社 | X線ct装置、画像処理装置及びプログラム |
DE102011086456A1 (de) * | 2011-11-16 | 2013-05-16 | Siemens Aktiengesellschaft | Rekonstruktion von Bilddaten |
WO2014080311A1 (fr) * | 2012-11-26 | 2014-05-30 | Koninklijke Philips N.V. | Suppression de bruit de données de projection |
-
2014
- 2014-08-29 EP EP14759342.0A patent/EP3039650B1/fr active Active
- 2014-08-29 JP JP2016537421A patent/JP6431068B2/ja active Active
- 2014-08-29 WO PCT/IB2014/064137 patent/WO2015028975A1/fr active Application Filing
- 2014-08-29 US US14/912,106 patent/US9978158B2/en active Active
- 2014-08-29 CN CN201480047387.4A patent/CN105493148B/zh active Active
Also Published As
Publication number | Publication date |
---|---|
EP3039650B1 (fr) | 2020-07-08 |
US9978158B2 (en) | 2018-05-22 |
US20160180554A1 (en) | 2016-06-23 |
WO2015028975A1 (fr) | 2015-03-05 |
JP2016531692A (ja) | 2016-10-13 |
CN105493148A (zh) | 2016-04-13 |
EP3039650A1 (fr) | 2016-07-06 |
CN105493148B (zh) | 2019-07-26 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
JP6431068B2 (ja) | 反相関フィルタによるスペクトルプロジェクションデータノイズ除去 | |
EP2504811B1 (fr) | Réduction de dose/données d'image améliorées | |
JP6310473B2 (ja) | プロジェクションデータからノイズ除去を行う方法、プロセッサ及びコンピュータプログラム | |
EP3195265B1 (fr) | Reconstruction d'image itérative au moyen d'un paramètre de régularisation axé sur la netteté | |
JP5937093B2 (ja) | 低線量ctノイズを除去するためのシステム及び方法 | |
JP6345486B2 (ja) | フォトンカウンティングx線コンピュータ断層撮影装置、および医用画像再構成プログラム | |
Zhao et al. | Using edge-preserving algorithm with non-local mean for significantly improved image-domain material decomposition in dual-energy CT | |
US20170340304A1 (en) | Apparatus and method for registration and reprojection-based material decomposition for spectrally resolved computed tomography | |
CN106796733B (zh) | 用于谱成像的噪声降低 | |
WO2014128595A1 (fr) | Reconstitution de la propagation dans une structure pour une ct spectrale | |
CN107106105B (zh) | 用于物体的x射线成像装置 | |
US10198812B2 (en) | Data fidelity weight design for iterative reconstruction | |
CN106233327B (zh) | 去噪图像数据中对低对比度结构的恢复 | |
CN110574073B (zh) | 能谱计算机断层摄影(ct)成像中的残余碘伪影的探测和/或校正 | |
JP7187131B2 (ja) | 画像生成装置、x線コンピュータ断層撮影装置及び画像生成方法 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
RD04 | Notification of resignation of power of attorney |
Free format text: JAPANESE INTERMEDIATE CODE: A7424 Effective date: 20170214 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20170824 |
|
A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20170824 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20180410 |
|
A871 | Explanation of circumstances concerning accelerated examination |
Free format text: JAPANESE INTERMEDIATE CODE: A871 Effective date: 20180410 |
|
A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20180413 |
|
A975 | Report on accelerated examination |
Free format text: JAPANESE INTERMEDIATE CODE: A971005 Effective date: 20180508 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20180510 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20180808 |
|
TRDD | Decision of grant or rejection written | ||
A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20181009 |
|
A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20181101 |
|
R150 | Certificate of patent or registration of utility model |
Ref document number: 6431068 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |